Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

lbjlaq/Antigravity-Manager ↗

lbjlaq/Antigravity-Manager AI coding statistics: 3.3%

of 631 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.3% agent · top contributor 23.8%13 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

21
agent commits
610
other considered commits
13
agent contributors
23.8%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

21assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-023.2%347
2026-0315%20
2026-040%1
2026-050%19
2026-062.9%35
2026-071.2%85
2026-083.7%82
2026-094.8%42

Peak month: 15%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic193%
GitHub CopilotGitHub20.3%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • a9fdaf51 on GitHubfix(prompt): isolate global system prompt spacing, prevent duplicates, andClaude Code
  • 5e4d9fed on GitHubfix(proxy): warn and fallback on password decrypt failureClaude Code
  • c77dcb8b on GitHubfeat(proxy): accept audio input on the OpenAI-compatible chat endpointClaude Code
  • 1cb7ba5e on GitHubFix 403 forbidden marking during warmup operations (#3)GitHub Copilot
  • 6db54e30 on GitHubPin Rust build image to bookworm to fix GLIBC_2.39 mismatch (#2)GitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window751
Merge commits removed−120
CI / dependency bots removed−0
Considered631

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
lbjlaq/Antigravity-Manager
Default branch
main
Resolved HEAD
c3c10844963ce371050fe4302887edd554daaaae ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortRust · 117 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 33 of 150 ecosystem repositories excluded
Agent-commit share position60th percentile

Midrank percentile; equal shares split the tied positions.

Repository
3.3%
Cohort median
2%
Share rank
47 / 117
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 117.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli lbjlaq/Antigravity-Manager

Scan another repository

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